To then take that scene and say "wow so relevant for LLMs" and ignore all the context it was made in (yes, please don't miss the irony of the importance of context) is frankly embarrassing.
What are you talking about?
Alabama didn't consider forced sex to be rape if the victim was married to the rapist until 1986. Oklahoma and North Carolina didn't until 1993. Women were not allowed to box in Massachusetts until 1992. Virgina voted against ratifying the Equal Rights Amendment as recently as 2018 (although it ratified it in 2020).
But Data is not an LLM. I generally find LLMs to have more in common with the Borg than with Data. Only because they are pre-trained on the sum total of human knowledge. Should a new born really be able to write crc32 before being able to pick up a ball with it's hands? It's like that scene in Voyager when the Doc's clones are all mining instead of practicing medicine.
Federation valued all life forms, while Terrans struggle to value even all other humans.
But there are interesting differences between Data and AI agents. Data was unique and irreproducible, but modern AI agents are easy to replicate. Data had continuous loop of operation as humans, which he controlled autonomously, for AI agents this is not as clear. Data was an independent being, but AI agent needs a human operated datacenter to survive.
The most interesting - Data knew everything about human culture but was lot more humble about it than AI agents. It wasn't built to answer every question posed to it.
The part between the words
If models updated themselves based on feedback, then it'd be different. But they don't.
(*) of course in its own language
It is a hard case to make, but if we can't make a compelling case for ourselves should we be requiring it to be made for others.
The context, though, is that Data is both credibly conscious and self aware, and they all know a plausible mechanism for him to have consciousness and self awareness, in a way that's recognizably human in form. The more alien a (supposed) consciousness is, I think the more work you'll have to do in justifying the application of those labels.
I need to write this up properly someday but an ant from my colony that had almost drowned in honey showed some similar characteristics of consciousness...
After giving them a drop of honey, I left for 15 minutes and came back to an ant being stuck and motionless in the drop. I fished it out, rinsed it off in some water and then put it on a tissue to dry. I blew on it for 10 minutes and then saw some motion in the legs... a short moment after, it began wriggling about and then sat on its abdomen like a cushion and sat there for 5 minutes, looking like it was contemplating life and the ordeal it went through.
Once that 5 minutes was up, it returned to being an ant and started looking for its home, I brought it back and it went back into its nest.
I made up for the mistake by bringing the ant back to life and it showed me behaviour I never saw or heard of before (with no supporting mentions anywhere on the net).
(For the record, honey delivery is now more controlled to avoid these sticky situations, I'm not mad enough of a scientist to actually try this again for more results.)
Recently, they've started putting fly wings of the fruit flies that they get fed, on top of their water feeder to get my attention... it's really interesting to see them get creative.
The ant colony is 4.5 years old and numbers in about a dozen of workers at about 2mm in length, they only had 6 workers and a plump golden queen when I found them nested in one of my houseplants!
An LLM —if self-aware— is conscious even if run by a Chinese man in a room with a deck of cards.
Of course, even if we happened to find a modem to the Holy Spirit dimension in our brains as an alternative hypothesis, it wouldn't necessarily rule out emergent consciousness. It could be conscious just not as we are.
I think a weaker version of the philosophical zombie thought experiment would trend towards treating the premise of pan-consciousness as true.
This is a difficult field. Any simple answer you hear will almost certainly be wrong.
I will make a case for both, after you define them in a way that doesn't also exclude many humans (including the neurodivergent or those with amnesia) or turn into self-referential nonsense like "conscious == human, therefore machine !== conscious."
In the meantime, we have a simple choice between two risks: Would you rather accidentally show kindness and empathy to a thing that may or may not have "deserved" it, or risk atrocities that will leave future generations as disgusted by you as we are of the slavers of old.
I will choose to be decent. It's free, and even if the cost were high the cost of evil is higher.
What are you basing this on? Why would LLMs exhibit sentience?
It does feel like people just like adding additional hype for the sake of being in on the hype. Fomo, pushed by oligarchs who would push their mother off a bridge for a trillion dollar IPO.
There's also the problem that to lay people, LLMs are sufficiently advanced as to be indistinguishable from magic. I suspect that colours many of these responses.
It's obvious a LLM can do anything a computer can do.
As an answer to "Why would LLMs exhibit sentience?"
It is because that would mean that no algorithm could exhibit sentience, claiming that would require some causal action that cannot be performed by an algorithm to create sentience. Some people like to point to quantum effects, but that would require the cause of sentience to be pure randomness. That seems even less plausible. Absent of any evidence that human brains are doing something that no algorithm could do, it would be reasonable to assume that sentience could be algorithmically obtained.
We've had computers that can do anything computers can do for as long as we've had computers.
I was addressing the argument that something is not sentient because it is a LLM. That requires all LLMs to be non-sentient, and by extension, since LLMs can do all algorithims, all algorithms must not be sentient.
Seems like the claim is that they're almost there. Anyways, have a nice day, and Happy Halloween if you celebrate.
Kind of like how we could have ran Qwen 3.8 27B 20 years ago on an expensive computer. The technology to make it happen, assuming you knew exactly what was required, existed back then.